| { | |
| "significant_genes": { | |
| "Variable": [ | |
| "EPS8L1", | |
| "ARHGEF35", | |
| "LOC102723811", | |
| "ANKRD20A7P", | |
| "UBE2G2", | |
| "CHST15", | |
| "LOC105371050", | |
| "CHI3L2", | |
| "TSSK3", | |
| "LINC00641", | |
| "PRIMPOL", | |
| "TF", | |
| "LOC102723401", | |
| "CEBPD", | |
| "CYP2R1", | |
| "C2orf66", | |
| "DISC2", | |
| "GRAPL", | |
| "MAP3K15", | |
| "LOC105369957", | |
| "ACY3", | |
| "CTNNBL1", | |
| "LOC101927284", | |
| "CTNNAL1", | |
| "SVIL-AS1", | |
| "EMC3-AS1", | |
| "BCL7B", | |
| "GRINA", | |
| "RPS16P8", | |
| "CFAP410", | |
| "OR4K14", | |
| "ADCK2", | |
| "AXIN1", | |
| "FLJ45513", | |
| "ATP8B1", | |
| "CEP85", | |
| "DNMT3A", | |
| "ANKRD30BP2", | |
| "BCL9L", | |
| "DORIP1", | |
| "TRAM1", | |
| "COX16", | |
| "ARHGAP20", | |
| "ARHGAP33", | |
| "CBLN1", | |
| "FAN1", | |
| "DCXR", | |
| "DLL1", | |
| "ZNF530", | |
| "GPR12", | |
| "APOBEC1", | |
| "FUCA1", | |
| "TERT", | |
| "CCDC9", | |
| "LOC101926915", | |
| "OR52D1", | |
| "FAM228A", | |
| "FAM81A", | |
| "ERO1B", | |
| "EPOP", | |
| "OOEP", | |
| "RGS14", | |
| "SPRYD3", | |
| "CPAP", | |
| "CRMP1", | |
| "PAQR3", | |
| "GMIP", | |
| "ANAPC16", | |
| "DDX31", | |
| "PNN", | |
| "CPNE6", | |
| "BCKDHB", | |
| "GNAI3", | |
| "LOC399900", | |
| "XPA", | |
| "PYCR1", | |
| "LOC101928215", | |
| "FAM83A-AS1", | |
| "LYRM9", | |
| "PFKFB4", | |
| "TBC1D20", | |
| "PARP12", | |
| "LARP1", | |
| "LOC105374890", | |
| "FLJ12825", | |
| "DHX9", | |
| "DEF8", | |
| "ATP5PF", | |
| "GPR108", | |
| "SIAH1", | |
| "CD38", | |
| "GEMIN8", | |
| "LINC01614", | |
| "ILRUN", | |
| "ZBTB49", | |
| "DNAL4", | |
| "LOC101929645", | |
| "NLGN3", | |
| "GUSBP9", | |
| "CNNM4", | |
| "ACOT9", | |
| "LINC01602", | |
| "GNLY", | |
| "KRT24", | |
| "ITGA7", | |
| "DONSON", | |
| "GPR19", | |
| "LINC00626", | |
| "BCL2L12", | |
| "MAP3K20-AS1", | |
| "PCDHA12", | |
| "IFT25", | |
| "VNN2", | |
| "SPTLC3", | |
| "MGA", | |
| "KCNG1", | |
| "MKRN7P", | |
| "SLC22A13", | |
| "MAGEE1", | |
| "MX1", | |
| "PKN2", | |
| "SPACA4", | |
| "RAB9A", | |
| "INPP5J", | |
| "SOD1", | |
| "FAM86B3P", | |
| "CPTP", | |
| "MIAT", | |
| "LOC100287477", | |
| "SPAG17", | |
| "ZC3HAV1L", | |
| "DEFB1", | |
| "GJA4", | |
| "PTPRK", | |
| "RHOXF1", | |
| "ASGR2", | |
| "OSBPL5", | |
| "MIR4296", | |
| "IFI6", | |
| "AFAP1L1", | |
| "FNTB", | |
| "MIR181A1HG", | |
| "MTG2", | |
| "SSNA1", | |
| "EREG", | |
| "CCL15", | |
| "LINC00920", | |
| "LOC101928409", | |
| "MTERF3", | |
| "RNF126", | |
| "ZNF100", | |
| "CPED1", | |
| "URB2", | |
| "MMP24", | |
| "KRTAP12-1", | |
| "CCDC138", | |
| "TTC13", | |
| "WDR90", | |
| "LOC100134868", | |
| "PHACTR2-AS1", | |
| "TSPAN18", | |
| "LOC102723692", | |
| "FUOM", | |
| "TNFRSF11A", | |
| "PRB4", | |
| "ARID4A", | |
| "ZNF383", | |
| "MFSD5", | |
| "MIR503HG", | |
| "SIRT2", | |
| "LINC00437", | |
| "HCCS", | |
| "ZMAT3", | |
| "LINC01304", | |
| "RNF125", | |
| "NHSL2", | |
| "SLC2A9", | |
| "OTUD7B", | |
| "ITGAX", | |
| "ACER3", | |
| "EIF1AY", | |
| "BOLA1", | |
| "FTO-IT1", | |
| "RNF148", | |
| "CTBP1-AS", | |
| "FAHD1", | |
| "LOC101930112", | |
| "PRG3", | |
| "CCNE2", | |
| "BBS9", | |
| "PIK3R5", | |
| "LIPK", | |
| "TGFBRAP1", | |
| "LOC101928911", | |
| "PI4KA", | |
| "ZNF226", | |
| "MTNAP1", | |
| "FLT3", | |
| "NLRP2", | |
| "TXN2", | |
| "FMO3", | |
| "TMEM129", | |
| "EXD2", | |
| "B3GALT4", | |
| "ERCC6L", | |
| "LOC101928236", | |
| "HPS4", | |
| "VMAC", | |
| "LOC101928087", | |
| "B3GLCT", | |
| "KCNQ1-AS1", | |
| "NUTM2A-AS1", | |
| "FBXW4", | |
| "ZXDA", | |
| "EMC7", | |
| "GARIN1A", | |
| "LYPD4", | |
| "ARL14", | |
| "PREX2", | |
| "ZNF583", | |
| "SETD2", | |
| "MYH16", | |
| "LOC102725048", | |
| "FUT10", | |
| "LOC102724382", | |
| "ADGRG7", | |
| "ATP1A1-AS1", | |
| "RELN", | |
| "LINC00598", | |
| "CLIC6", | |
| "ENTPD3-AS1", | |
| "HOTTIP", | |
| "FIGNL2", | |
| "CASP5", | |
| "PGK2", | |
| "LEFTY2", | |
| "OR13D1", | |
| "PCNX4", | |
| "THAP10", | |
| "JADE3", | |
| "SPRR2B", | |
| "FNDC7", | |
| "SPATA12", | |
| "NBPF8", | |
| "LYRM1", | |
| "MVD", | |
| "FAM87A", | |
| "SIRT6", | |
| "LOC101929256", | |
| "FBXL20", | |
| "GPAM", | |
| "CCDC7", | |
| "ZKSCAN2", | |
| "LOC105369746", | |
| "OR5AK2", | |
| "LOC101929485", | |
| "IGSF21", | |
| "TRAK2", | |
| "UMOD", | |
| "SNRK-AS1", | |
| "LRRC37A3", | |
| "SLC49A4", | |
| "FARP2", | |
| "CDKL4", | |
| "EPHX4", | |
| "PTPRC", | |
| "SHLD2", | |
| "DDIT3", | |
| "PURPL", | |
| "PNISR", | |
| "GJB5", | |
| "AUNIP", | |
| "C3orf52", | |
| "COX15", | |
| "OXTR", | |
| "CYP51A1-AS1", | |
| "BTNL2", | |
| "CEP43", | |
| "PCDHGA12", | |
| "MYZAP", | |
| "OR8K1", | |
| "DNHD1", | |
| "AGAP9", | |
| "ITSN2", | |
| "LOC101929710", | |
| "P3H1", | |
| "SPMIP4", | |
| "ATP6V0A4", | |
| "D2HGDH", | |
| "MIR924HG", | |
| "UCN", | |
| "CLP1", | |
| "LINC00619", | |
| "SNORD115-32", | |
| "PSMB9", | |
| "LINC00645", | |
| "SRGAP2", | |
| "EVL", | |
| "TATDN3", | |
| "LOC105375884", | |
| "GNG3", | |
| "ARFGEF2", | |
| "GCHFR", | |
| "MGC15885", | |
| "FKRP", | |
| "FAM20C", | |
| "ZNF730", | |
| "DLST", | |
| "CTAGE10P", | |
| "ZNF488", | |
| "PAQR8", | |
| "LOC375196", | |
| "LINC00324", | |
| "LOC101928053", | |
| "MAP2K4", | |
| "SCML1", | |
| "SAV1", | |
| "FGF14-AS2", | |
| "PSPC1", | |
| "CDIP1", | |
| "KCNS3", | |
| "CLDN20", | |
| "RAB3IP", | |
| "RAB42", | |
| "MTRR", | |
| "LINC00343", | |
| "TTF1", | |
| "ZNF695", | |
| "PDE4A", | |
| "ETF1", | |
| "FOXJ3", | |
| "LAMA5", | |
| "SPINK6", | |
| "TAMALIN-AS1", | |
| "KIF27", | |
| "SENP5", | |
| "RIC8B", | |
| "ADCY4", | |
| "MIR365B", | |
| "CST7", | |
| "IFT88", | |
| "AMER2", | |
| "MPDZ", | |
| "VAV1", | |
| "PIRC66", | |
| "MYO1E", | |
| "AMER1", | |
| "TEX46", | |
| "MYO5A", | |
| "TOX3", | |
| "TK2", | |
| "GPR174", | |
| "TJP1", | |
| "NFIC", | |
| "ZFP41", | |
| "ITGB8", | |
| "SPRR1B", | |
| "PDE3A", | |
| "CEP57", | |
| "BBLN", | |
| "CCDC87", | |
| "TOPAZ1", | |
| "RABEPK", | |
| "LIN28B-AS1", | |
| "LOC100286922", | |
| "PCDH19", | |
| "TBC1D8B", | |
| "ANXA9", | |
| "CENPW", | |
| "SLC16A2", | |
| "ATP2B1-AS1", | |
| "TAS2R20", | |
| "LOC100129098", | |
| "DCAF4L2", | |
| "SLC25A27", | |
| "CLK1", | |
| "LMBR1", | |
| "AVPI1", | |
| "ZSCAN30", | |
| "LOC101929305", | |
| "SNORD115-4", | |
| "RRN3P2", | |
| "CSNK2B", | |
| "GPD2", | |
| "AQP4-AS1", | |
| "SLCO5A1", | |
| "ALOX12-AS1", | |
| "OR52K2", | |
| "GLIPR1", | |
| "SPATA8", | |
| "KCNMB2-AS1", | |
| "SNORD114-14", | |
| "BEND7", | |
| "LINC00836", | |
| "KLHDC9", | |
| "SLC7A13", | |
| "SLCO4C1", | |
| "ABCB1", | |
| "STING1", | |
| "CAMK2A", | |
| "MMUT", | |
| "CCSER1", | |
| "BSG", | |
| "MAN1B1", | |
| "RPLP2", | |
| "EXD3", | |
| "DPP9-AS1", | |
| "NMNAT1", | |
| "PPP1R3B", | |
| "TSPAN17", | |
| "NRARP", | |
| "MRPL20", | |
| "ZFHX2", | |
| "LINC00494", | |
| "CABLES2", | |
| "VASH1", | |
| "NPAS2", | |
| "KDR", | |
| "FOSL1", | |
| "PRKRIP1", | |
| "PRR7-AS1", | |
| "TBC1D19", | |
| "EFS", | |
| "ZNF225", | |
| "TBKBP1", | |
| "EDNRA", | |
| "PPP5C", | |
| "YIPF3", | |
| "ZBTB34", | |
| "ZNF684", | |
| "SLC25A20", | |
| "DUBR", | |
| "PRSS23", | |
| "FOXP1-AS1", | |
| "NRL", | |
| "NR1I3", | |
| "MBP", | |
| "TPRXL", | |
| "COMP", | |
| "FAHD2CP", | |
| "MS4A5", | |
| "POLR1F", | |
| "CTSV", | |
| "CCDC167", | |
| "PKD2L1", | |
| "RNF157-AS1", | |
| "MTREX", | |
| "TGM3", | |
| "SMIM43", | |
| "SNORD114-7", | |
| "MORC4", | |
| "UGT1A7", | |
| "CNFN", | |
| "LOC101927418", | |
| "E2F2", | |
| "LOC105371899", | |
| "CA3", | |
| "SCRT2", | |
| "PARP15", | |
| "RHOU", | |
| "DPM2", | |
| "B4GALNT3", | |
| "RIMS3", | |
| "LINC00582", | |
| "MOGAT1", | |
| "CTDSPL", | |
| "TAC1", | |
| "IQANK1", | |
| "NINJ1", | |
| "OAT", | |
| "PYHIN1", | |
| "SNRPA1", | |
| "UBE2Q2P1", | |
| "ZNF154", | |
| "TXNDC8", | |
| "APOBEC3B-AS1", | |
| "SEMA6A-AS1", | |
| "RNASEH2B", | |
| "P3H3", | |
| "LOC105369595", | |
| "RDH16", | |
| "CDYL", | |
| "GDPD1", | |
| "PNMA8A", | |
| "ZNF138", | |
| "LOC105373334", | |
| "ABLIM1", | |
| "PRAMENP", | |
| "LIPE", | |
| "ZNF726", | |
| "PLGLB1", | |
| "NKRF", | |
| "SYCP2", | |
| "EAF2", | |
| "OR1K1", | |
| "ZBTB43", | |
| "MAEA", | |
| "IQCH-AS1", | |
| "NRSN2-AS1", | |
| "PRDM4", | |
| "MAP4", | |
| "MB21D2", | |
| "TSL", | |
| "MTTP", | |
| "LYRM4-AS1", | |
| "PXT1", | |
| "GLB1L2", | |
| "PTGES3L", | |
| "MFSD4A", | |
| "PCSK6-AS1", | |
| "LINC00529", | |
| "NETO1", | |
| "MIR193BHG", | |
| "GNAI1", | |
| "NF2", | |
| "SNHG28", | |
| "SNORD115-2", | |
| "HACD4", | |
| "GPBAR1", | |
| "SNORD115-8", | |
| "PABIR2", | |
| "LOC105371812", | |
| "EXOSC9", | |
| "LINC02694", | |
| "CNOT4", | |
| "TRAFD1", | |
| "GRK2", | |
| "SEC61B", | |
| "C1QL4", | |
| "MYPN", | |
| "NKAP", | |
| "GALNT11", | |
| "OR2T10" | |
| ], | |
| "Coefficient": [ | |
| -5.977357890969342, | |
| 5.285098111695332, | |
| 4.145182052349851, | |
| -4.1279916588930226, | |
| 4.068490429561386, | |
| 3.9106700003523502, | |
| -3.8933139986075473, | |
| 3.8386897222201193, | |
| 3.8157280127723374, | |
| 3.7521530140888997, | |
| -3.594103512499383, | |
| -3.5530735257469277, | |
| -3.4781980822142926, | |
| 3.472631346567428, | |
| 3.454839235254907, | |
| 3.295264009367253, | |
| 3.224248257898083, | |
| -2.9726374859015303, | |
| -2.962636993282092, | |
| 2.9107991742882304, | |
| 2.8468427067603, | |
| -2.770775973749312, | |
| -2.753680992912739, | |
| -2.6117634829423544, | |
| 2.6065341994314597, | |
| 2.601289626006345, | |
| -2.5473565683693282, | |
| 2.5394242943376897, | |
| -2.5388491498502814, | |
| 2.5209143612329163, | |
| 2.492245464762464, | |
| -2.480024823929898, | |
| 2.4343556442922902, | |
| 2.3619942355448673, | |
| -2.3537096971136617, | |
| -2.3083461864756045, | |
| -2.2797283439590013, | |
| 2.263609408553454, | |
| -2.2337379536475708, | |
| 2.2213329101887362, | |
| 2.2078955778527205, | |
| 2.1694445296967353, | |
| -2.1693990876481144, | |
| 2.116051502160488, | |
| 2.115914977451512, | |
| -2.114276350585404, | |
| 2.1066787906052977, | |
| -2.0770088250874537, | |
| -2.0188834460512797, | |
| -1.9927918752328289, | |
| -1.9876304784056738, | |
| -1.987531140480584, | |
| 1.9860516458269255, | |
| -1.9191882295513516, | |
| -1.8720476950938607, | |
| -1.8483628532999952, | |
| -1.8454096424997397, | |
| -1.8369037726603956, | |
| -1.8242482704797078, | |
| 1.8012349446580016, | |
| -1.785373266124652, | |
| 1.7763619059689013, | |
| -1.7714947976043098, | |
| 1.7455929765286835, | |
| 1.7356343835608616, | |
| -1.7286146867806174, | |
| 1.7119798782601838, | |
| -1.7072616981332243, | |
| -1.7034903721257864, | |
| 1.6868463338249355, | |
| -1.6848395098846474, | |
| -1.6735801680319506, | |
| -1.6689827498642864, | |
| 1.6648176350872426, | |
| 1.6415315475214303, | |
| 1.6280383725675838, | |
| 1.6176967961905149, | |
| -1.5944310897619207, | |
| -1.582701227558574, | |
| -1.5771848231579655, | |
| 1.5391381769592103, | |
| -1.5335932199003333, | |
| 1.5320307772762414, | |
| 1.504363341450999, | |
| 1.4950098380149037, | |
| 1.4843047985082638, | |
| 1.4760094530654075, | |
| 1.4683660049916365, | |
| 1.448497456017536, | |
| 1.4466279817779084, | |
| -1.446558058541824, | |
| -1.4377658319944637, | |
| 1.437355807425135, | |
| 1.4207713124611028, | |
| -1.3739474232078028, | |
| -1.3555076258442595, | |
| -1.3522734772663032, | |
| 1.3496443254845316, | |
| 1.347717433777745, | |
| -1.3474211093379798, | |
| -1.3317591268531943, | |
| -1.329038570718355, | |
| 1.3216522200909306, | |
| 1.296575880325352, | |
| 1.2807845358190177, | |
| 1.2733206351441302, | |
| 1.2691092116537013, | |
| 1.2524315463842828, | |
| -1.2073466116531415, | |
| 1.2053662343280516, | |
| -1.2033890404176946, | |
| -1.1962094884492191, | |
| -1.186992148592091, | |
| 1.182007986192542, | |
| -1.1765886645703774, | |
| 1.1677599674675423, | |
| -1.1644670719916341, | |
| -1.1617622712594813, | |
| -1.1529436170787841, | |
| 1.1376219237737417, | |
| -1.13646688365495, | |
| -1.1222762460823648, | |
| -1.1147550218381344, | |
| 1.1048465354832366, | |
| 1.0647887520671675, | |
| -1.0606156988582223, | |
| -1.058896899276243, | |
| 1.0583995474305201, | |
| -1.0534661567443921, | |
| 1.0471674763134144, | |
| -1.0435585996495724, | |
| -1.0205276284991711, | |
| 1.0154537996341853, | |
| 1.012549218330505, | |
| -1.0057703763446966, | |
| -1.0035681966680527, | |
| 0.9967817525553346, | |
| 0.9891309070813974, | |
| 0.9851516351748494, | |
| 0.9745099906250771, | |
| 0.9655094589463278, | |
| -0.9639242038809895, | |
| 0.9613294826349968, | |
| -0.9568985552804754, | |
| -0.9536320343443832, | |
| 0.9463883543645882, | |
| 0.9442011177015059, | |
| -0.9272292471588247, | |
| 0.9128712957359262, | |
| 0.9081903066225772, | |
| 0.9061900215216867, | |
| 0.9053028804086154, | |
| 0.9048655621094801, | |
| -0.9013299969821557, | |
| -0.9004812098672558, | |
| 0.8972764745988804, | |
| 0.8971739987676318, | |
| 0.8967127709233136, | |
| 0.8945115644296311, | |
| 0.8901302169277281, | |
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| 1.5363740456467596e-05 | |
| ], | |
| "Absolute Coefficient": [ | |
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| }, | |
| "cv_performance": { | |
| "prediction": { | |
| "accuracy": 48.33333333333333, | |
| "precision": 18.69400306900307, | |
| "recall": 54.142857142857146, | |
| "f1": 26.71927437641723 | |
| }, | |
| "selection": { | |
| "precision": 1.058218405600428, | |
| "recall": 1.8587360594795537, | |
| "f1": 1.3485082137610693, | |
| "jaccard": 0.6791211147975031 | |
| } | |
| } | |
| } |